tiangong-kb-report-search

Included with Lifetime

$97 forever

Search Tiangong knowledge-base report sources through the Tiangong AI CLI. Use for industry reports, policy reports, whitepapers, institutional reports, and technical reports. This skill searches only the report source, not sci or patent.

Generalscripts

What this skill does


# Tiangong KB Report Search

Use this skill for Tiangong report-source retrieval. It is intentionally
single-source: always search `report`, never `all`, `sci`, or `patent`.

## Prerequisites

- The wrapper defaults to `npx @tiangong-ai/cli@latest`; users do not need a
  preinstalled CLI. Set `TIANGONG_AI_CLI` or `TIANGONG_AI_CLI_BIN` only to
  override the CLI entrypoint.
- Set the authentication environment variables expected by `tiangong-ai`, or
  pass `api_key` / `report_api_key` to the wrapper script.
- When `request_file` / `input_file` is provided, the wrapper loads `.env` from
  that file's directory by default. `env_file` can point to a different dotenv
  file. Loaded dotenv values only fill unset environment variables; explicit
  JSON fields such as `api_key`, `report_api_key`, and `api_base_url` are passed
  as CLI flags and take precedence.
- Optionally set `TIANGONG_AI_API_BASE_URL`; the CLI accepts a Supabase project
  root, `/functions/v1`, or `/rest/v1` and derives Functions URLs.

## Search

For normal searches, pass a query:

```bash
./scripts/report_search.sh '{
  "query": "mechanical recycling policy report",
  "top_k": 5
}'
```

The script calls:

```bash
npx @tiangong-ai/cli@latest research search --query <query> --sources report --json
```

For exact edge-function payloads, provide `request_file` or `input_file`:

```bash
./scripts/report_search.sh '{
  "request_file": "./report-request.json",
  "dry_run": true
}'
```

## Raw Payload Filters

Wrapper JSON can include inline raw `report_search` fields; the wrapper will
forward them through the CLI `--input` path. The same payload can also be put in
`request_file` / `input_file`:

```json
{
  "query": "mechanical recycling policy report",
  "filter": {
    "source": ["IEA"]
  },
  "topK": 5,
  "extK": 2
}
```

- `filter`: metadata term filters, shaped as `{ "field": ["value"] }`.
- `topK`, `extK`: raw edge-function names for result count and adjacent chunk
  expansion.
- `datefilter` and `getMeta` are not supported by `report_search`.

## Input Fields

- `query`, `input`, or `claim`: convenience query text.
- `request_file` or `input_file`: JSON body forwarded unchanged.
- `env_file`: optional dotenv file. Without it, `request_file` /
  `input_file` causes the wrapper to load `.env` from that file's directory.
- `filter`, `topK`, `extK`: optional inline raw payload fields for report
  search.
- `sources`: optional compatibility field; only `report` or `default` is
  accepted.
- `dry_run`: true to return the exact request plan with masked credentials.
- `api_base_url`, `api_key`, `report_api_key`.
- `report_url`, `region`, `timeout`.
- `top_k`, `ext_k`: only used in query mode.

Files: 3

Size: 8.3 KB

Complexity: 30/100

Category: General

Source: https://github.com/tiangong-ai/skills/tree/main/tiangong-kb-report-search

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